Triple

T4198048
Position Surface form Disambiguated ID Type / Status
Subject Assassin's Creed: Revelations E85999 entity
Predicate producer P490 FINISHED
Object Martin Schelling
Martin Schelling is a video game producer best known for his work on Ubisoft’s Assassin’s Creed series, including Assassin’s Creed: Revelations.
 E422941 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Martin Schelling | Statement: [Assassin's Creed: Revelations, producer, Martin Schelling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Schelling
Context triple: [Assassin's Creed: Revelations, producer, Martin Schelling]
  • A. Thomas Schelling
    Thomas Schelling was an American economist and game theorist renowned for his work on conflict, cooperation, and nuclear strategy, for which he received the Nobel Prize in Economics.
  • B. Torsten Hägerstrand
    Torsten Hägerstrand was a Swedish geographer renowned for pioneering time-geography and influential research on the diffusion of innovations.
  • C. Simon A. Levin
    Simon A. Levin is a prominent American ecologist renowned for his work on the theoretical and mathematical foundations of ecology, particularly in population dynamics, biodiversity, and the management of complex ecological systems.
  • D. Richard Elster
    Richard Elster is a reclusive, aging intellectual and former government war strategist who retreats to the desert to philosophize about time, consciousness, and the nature of modern warfare.
  • E. Clifford M. Hardin
    Clifford M. Hardin was an American academic and government official who served as U.S. Secretary of Agriculture under President Richard Nixon.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Martin Schelling
Triple: [Assassin's Creed: Revelations, producer, Martin Schelling]
Generated description
Martin Schelling is a video game producer best known for his work on Ubisoft’s Assassin’s Creed series, including Assassin’s Creed: Revelations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Schelling
Target entity description: Martin Schelling is a video game producer best known for his work on Ubisoft’s Assassin’s Creed series, including Assassin’s Creed: Revelations.
  • A. Thomas Schelling
    Thomas Schelling was an American economist and game theorist renowned for his work on conflict, cooperation, and nuclear strategy, for which he received the Nobel Prize in Economics.
  • B. Torsten Hägerstrand
    Torsten Hägerstrand was a Swedish geographer renowned for pioneering time-geography and influential research on the diffusion of innovations.
  • C. Simon A. Levin
    Simon A. Levin is a prominent American ecologist renowned for his work on the theoretical and mathematical foundations of ecology, particularly in population dynamics, biodiversity, and the management of complex ecological systems.
  • D. Richard Elster
    Richard Elster is a reclusive, aging intellectual and former government war strategist who retreats to the desert to philosophize about time, consciousness, and the nature of modern warfare.
  • E. Clifford M. Hardin
    Clifford M. Hardin was an American academic and government official who served as U.S. Secretary of Agriculture under President Richard Nixon.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0360bc8081908ceb2483eef89174 completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5962296b8819084b91de3f48b7658 completed March 14, 2026, 5:08 p.m.
NEDg Description generation batch_69b59a25a5bc8190a75c146bba994db1 completed March 14, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69b59e129d50819093836d446aa5a6d0 completed March 14, 2026, 5:42 p.m.
Created at: March 9, 2026, 3:48 p.m.